Mastering TensorFlow 2.x

Name: Mastering TensorFlow 2.x
Brand: Bpb Publications
SKU: 9789391392222
Price: 640.0 INR
Availability: InStock

by Rajdeep Dua

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ISBN13: 9789391392222
Binding: Paperback
Subject: N/A
Publisher: Bpb Publications
Publisher Imprint: Bpb Publications
Publication Date: March 22, 2022
Pages: 418
Original Price: INR 799.0
Language: English
Edition: N/A
Item Weight: 713 grams
BISAC Subject(s): Artificial Intelligence / General

About The Book

Work with TensorFlow and Keras for real performance of deep learning
DESCRIPTION

Mastering TensorFlow 2.x is a must to read and practice if you are interested in building various kinds of neural networks with high level TensorFlow and Keras APIs. The book begins with the basics of TensorFlow and neural network concepts, and goes into specific topics like image classification, object detection, time series forecasting and Generative Adversarial Networks.

While we are practicing TensorFlow 2.6 in this book, the version of Tensorflow will change with time; however you can still use this book to witness how Tensorflow outperforms. This book includes the use of a local Jupyter notebook and the use of Google Colab in various use cases including GAN and Image classification tasks. While you explore the performance of TensorFlow, the book also covers various concepts and in-detail explanations around reinforcement learning, model optimization and time series models.

KEY FEATURES

* Combines theory and implementation with in-detail use-cases.
* Coverage on both, TensorFlow 1.x and 2.x with elaborated concepts.
* Exposure to Distributed Training, GANs and Reinforcement Learning.

WHAT YOU WILL LEARN

* Getting started with Tensorflow 2.x and basic building blocks.
* Get well versed in functional programming with TensorFlow.
* Practice Time Series analysis along with strong understanding of concepts.
* Get introduced to use of TensorFlow in Reinforcement learning and Generative Adversarial Networks.
* Train distributed models and how to optimize them.

WHO THIS BOOK IS FOR

This book is designed for machine learning engineers, NLP engineers and deep learning practitioners who want to utilize the performance of TensorFlow in their ML and AI projects. Readers are expected to have some familiarity with Tensorflow and the basics of machine learning would be helpful.

About The Author

Rajdeep has 20+ years of experience in the software industry and 5-6 years’ experience leading teams in the machine learning and deep learning space. He and his teams have been working on deep learning use cases like object detection, time series forecasting, image classification as well as OCR. He has also been writing books in this space for quite a few years and has been a visiting faculty at IIIT Hyderabad, Indian School of Business (Business Analytics course) and College of Engineering Pune.

LinkedIn Profile: Rajdeep

Blog Link: http://www.clouddatafacts.com/, http://containertutorials.com/

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